Table 4 Open in new tab Ablation study... | Oxford Academic

Table 4

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Ablation study results

	Methods		ACC	AUC	AUPR	F1	KAPPA
1	ACDGNN		96.71	98.81	98.35	94.41	92.23
	ACDGNN w/o FSIA		93.79	94.14	90.99	91.37	82.58
	ACDGNN w/o CDT		88.74	92.37	95.41	88.61	79.49
	ACDGNN w/o Gene		92.58	93.73	93.81	89.57	81.63
	ACDGNN w/o Target		92.36	92.96	93.15	88.86	80.86
2	ACDGNN		81.44	91.88	93.28	80.86	62.89
	ACDGNN w/o FSIA		78.02	85.32	93.46	77.89	56.18
	ACDGNN w/o CDT		74.82	84.21	92.13	74.78	49.64
	ACDGNN w/o Gene		77.68	84.29	92.35	75.76	54.79
	ACDGNN w/o Target		77.24	83.97	91.86	75.13	54.28
3	ACDGNN		67.29	70.94	69.65	67.00	34.57
	ACDGNN w/o FSIA		65.92	64.59	59.17	65.77	31.84
	ACDGNN w/o CDT		69.00	68.60	60.45	68.18	38.00
	ACDGNN w/o Gene		64.93	63.75	58.64	64.61	30.49
	ACDGNN w/o Target		64.25	63.18	57.96	63.81	29.67

	Methods		ACC	AUC	AUPR	F1	KAPPA
1	ACDGNN		96.71	98.81	98.35	94.41	92.23
	ACDGNN w/o FSIA		93.79	94.14	90.99	91.37	82.58
	ACDGNN w/o CDT		88.74	92.37	95.41	88.61	79.49
	ACDGNN w/o Gene		92.58	93.73	93.81	89.57	81.63
	ACDGNN w/o Target		92.36	92.96	93.15	88.86	80.86
2	ACDGNN		81.44	91.88	93.28	80.86	62.89
	ACDGNN w/o FSIA		78.02	85.32	93.46	77.89	56.18
	ACDGNN w/o CDT		74.82	84.21	92.13	74.78	49.64
	ACDGNN w/o Gene		77.68	84.29	92.35	75.76	54.79
	ACDGNN w/o Target		77.24	83.97	91.86	75.13	54.28
3	ACDGNN		67.29	70.94	69.65	67.00	34.57
	ACDGNN w/o FSIA		65.92	64.59	59.17	65.77	31.84
	ACDGNN w/o CDT		69.00	68.60	60.45	68.18	38.00
	ACDGNN w/o Gene		64.93	63.75	58.64	64.61	30.49
	ACDGNN w/o Target		64.25	63.18	57.96	63.81	29.67

Table 4

Open in new tab

Ablation study results

	Methods		ACC	AUC	AUPR	F1	KAPPA
1	ACDGNN		96.71	98.81	98.35	94.41	92.23
	ACDGNN w/o FSIA		93.79	94.14	90.99	91.37	82.58
	ACDGNN w/o CDT		88.74	92.37	95.41	88.61	79.49
	ACDGNN w/o Gene		92.58	93.73	93.81	89.57	81.63
	ACDGNN w/o Target		92.36	92.96	93.15	88.86	80.86
2	ACDGNN		81.44	91.88	93.28	80.86	62.89
	ACDGNN w/o FSIA		78.02	85.32	93.46	77.89	56.18
	ACDGNN w/o CDT		74.82	84.21	92.13	74.78	49.64
	ACDGNN w/o Gene		77.68	84.29	92.35	75.76	54.79
	ACDGNN w/o Target		77.24	83.97	91.86	75.13	54.28
3	ACDGNN		67.29	70.94	69.65	67.00	34.57
	ACDGNN w/o FSIA		65.92	64.59	59.17	65.77	31.84
	ACDGNN w/o CDT		69.00	68.60	60.45	68.18	38.00
	ACDGNN w/o Gene		64.93	63.75	58.64	64.61	30.49
	ACDGNN w/o Target		64.25	63.18	57.96	63.81	29.67

	Methods		ACC	AUC	AUPR	F1	KAPPA
1	ACDGNN		96.71	98.81	98.35	94.41	92.23
	ACDGNN w/o FSIA		93.79	94.14	90.99	91.37	82.58
	ACDGNN w/o CDT		88.74	92.37	95.41	88.61	79.49
	ACDGNN w/o Gene		92.58	93.73	93.81	89.57	81.63
	ACDGNN w/o Target		92.36	92.96	93.15	88.86	80.86
2	ACDGNN		81.44	91.88	93.28	80.86	62.89
	ACDGNN w/o FSIA		78.02	85.32	93.46	77.89	56.18
	ACDGNN w/o CDT		74.82	84.21	92.13	74.78	49.64
	ACDGNN w/o Gene		77.68	84.29	92.35	75.76	54.79
	ACDGNN w/o Target		77.24	83.97	91.86	75.13	54.28
3	ACDGNN		67.29	70.94	69.65	67.00	34.57
	ACDGNN w/o FSIA		65.92	64.59	59.17	65.77	31.84
	ACDGNN w/o CDT		69.00	68.60	60.45	68.18	38.00
	ACDGNN w/o Gene		64.93	63.75	58.64	64.61	30.49
	ACDGNN w/o Target		64.25	63.18	57.96	63.81	29.67